📌 Project Overview

PennyPilot is a lightweight AI assistant designed to help job seekers and freelancers accelerate job applications. It provides two main capabilities:

• 📝 Job Summarizer: Extracts key details from job listings
• 📬 Proposal Generator: Generates personalized application letters based on the user’s CV

This project is fully functional without an OpenAI key or API integration, using logic-based tool classes for easy testing and reuse.

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⚙️ Features

• Runs locally with run_tools.py or Streamlit UI
• Agent-compatible via agent.yaml
• Plug-and-play structure for later LLM integration (OpenAI, Ollama)
• Built in Python with beginner-friendly architecture

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💡 Example Use Case

Paste a job description and your resume, and PennyPilot returns:

• A short summary of the job (useful for filtering)
• A tailored application draft (saves time!)

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📂 Files

• tools/job_summarizer.py: Summarizes job descriptions
• tools/proposal_writer.py: Generates proposals from input
• agent_config/agent.yaml: Defines the tools
• run_tools.py: Local test runner
• app.py: Streamlit UI (optional)

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